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---
license: mit
---
# Otter DUDe Dataset Card
Otter DUDe includes 1,452,568 instances of drug-target interactions.
## Dataset details
#### DUDe
DUDe comprises a collection of 22,886 active compounds and their corresponding affinities towards 102 targets. For our study, we utilized a preprocessed version of the DUDe \cite{sledzieski2022adapting}, which includes 1,452,568 instances of drug-target interactions. To prevent any data leakage, we eliminated the negative interactions and the overlapping triples with the TDC DTI dataset. As a result, we were left with a total of 40,216 drug-target interaction pairs.
**Paper or resources for more information:**
- [GitHub Repo](https://github.com/IBM/otter-knowledge)
**License:**
MIT
**Where to send questions or comments about the dataset:**
- [GitHub Repo](https://github.com/IBM/otter-knowledge)
**Models trained on Otter UBC**
- [ibm/otter_dude_classifier](https://huggingface.co/ibm/otter_dude_classifier)
- [ibm/otter_dude_distmult](https://huggingface.co/ibm/otter_dude_distmult)
- [ibm/otter_dude_transe](https://huggingface.co/ibm/otter_dude_transe) |